Adaptive equalization using correlation of data patterns with errors

ABSTRACT

An integrated receiver supports adaptive receive equalization. An incoming bit stream is sampled using edge and data clock signals derived from a reference clock signal. A phase detector determines whether the edge and data clock signals are in phase with the incoming data, while some clock recovery circuitry adjusts the edge and data clock signals as required to match their phases to the incoming data. The receiver employs the edge and data samples used to recover the edge and data clock signals to note the locations of zero crossings for one or more selected data patterns. The pattern or patterns may be selected from among those apt to produce the greatest timing error. Equalization settings may then be adjusted to align the zero crossings of the selected data patterns with the recovered edge clock signal.

FIELD OF THE INVENTION

The present invention relates generally to the field of communications, and more particularly to high-speed electronic signaling within and between integrated circuit devices.

BACKGROUND

Communication channels typically exhibit low pass filter effects that disproportionately attenuate high-frequency signal components. These effects can vary from one channel to the next, and can vary over time in a given channel. Adaptive receive equalization schemes are therefore used in high-speed communication links to compensate for all or part of the distortion imposed by the channel.

The amount of channel-induced distortion appearing on any particular bit in a serial data signal is pattern dependent. This pattern dependency owes to the fact that different data patterns have different spectral content, and are thus affected differently by the channel transfer function. As a first-order approximation for a typical channel, the higher the frequency, the greater the attenuation.

Equalization refers generally to processes for emphasizing or attenuating a selected frequency or frequencies of a signal, often to compensate for frequency-specific attenuation of the signal. Equalization schemes can be “adaptive,” in which case the equalization parameters may be dynamically adjusted to account for variables that affect the communication channel, including process variations and fluctuations in temperature, supply voltage, and the noise environment. Many of these adaptive equalization schemes require sensitive analog circuitry and/or additional samplers that significantly increase system complexity, implementation difficulty, and power requirements. There is therefore a need for efficient adaptive receiver equalization systems and methods that are more easily implemented and verified, with reduced power penalty.

BRIEF DESCRIPTION OF THE DRAWINGS

The subject matter disclosed is illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings and in which like reference numerals refer to similar elements and in which:

FIG. 1 depicts an integrated receiver 100 that supports adaptive receive equalization in accordance with one embodiment.

FIGS. 2 and 3 depict unequalized input data signals for two data patterns, (10101) and (11101), respectively, to illustrate how different data patterns suffer different levels of distortion.

FIG. 4 is a flowchart 400 describing an adaptive equalization method carried out by receiver 100 of FIG. 1.

FIG. 5 is a waveform diagram illustrating an unequalized waveform 300 and a corresponding equalized version of waveform 300 as a waveform 505.

FIG. 6 depicts waveforms 200 and 500, of FIGS. 2 and 5 respectively, overlaid to show coincident zero crossings for the two waveforms.

FIG. 7 depicts a double-data-rate (DDR) communication system 700 in accordance with another embodiment.

FIG. 8 depicts pattern mask 755 and equalization logic 760, both of FIG. 7, in accordance with one embodiment.

FIG. 9 is a waveform diagram 900 illustrating the operation of pattern mask 755 and the early and late registers 815 and 820 upon receipt of a ten-bit data word.

FIG. 10 is a flowchart 1002 depicting a method of operation for the circuitry of FIG. 8 in accordance with one embodiment.

FIGS. 11 and 12 are waveform diagrams depicting a pair of data waveforms 1105 and 1115, representing respective received data patterns (11101) and (00001).

FIG. 13 depicts a DDR receiver 1300 in accordance with another embodiment. Receiver 1300 includes an equalizer 1325 that equalizes a differential input data signal Vin_p/Vin_n to produce an equalized signal VEQ.

FIG. 14 depicts pattern mask 755 of FIG. 7 and some equalization logic 1400 that together adjust equalization signal EQ[3:0] responsive to up to four mask patterns.

FIG. 15 is a flowchart 1500 depicting the operation of equalization logic 1400 of FIG. 14 in accordance with one embodiment. The logic of flowchart 1500 is described here in connection with FIG. 14.

DETAILED DESCRIPTION

FIG. 1 depicts an integrated receiver 100 that supports adaptive equalization in accordance with one embodiment. As is typical in serial receiver architectures, an incoming bit stream is sampled using edge and data clock signals derived from a reference clock signal. A phase detector determines whether the edge and data clock signals are in phase with the incoming data, while some clock recovery circuitry adjusts the edge and data clock signals as required to match their phases to the incoming data. In accordance with the depicted embodiment, receiver 100 employs the same edge and data samples used to recover the phase of the incoming data stream to optimize receive equalization. This reuse of the clock and data recovery circuitry for adaptive equalization is power efficient and adds little complexity.

Receiver 100 includes an equalizer 105 that equalizes an input data signal VIN from a receive port 107 to produce an equalized data signal VEQ on a single-ended or differential equalizer output port. (As with other designations herein, VIN and VEQ refer both to signals and their corresponding ports, lines, or nodes; whether a given designation refers to a signal, node, or port will be clear from the context.) Equalizer 105 adjusts the magnitude (e.g., voltage and/or current) of at least some data symbols in data signal VIN to account for differences in the spectral content of the symbols and symbol patterns. In some embodiments, equalizer 105 selectively adjusts the voltage amplitude of at least some of the data symbols in data signal VIN, whereas in other embodiments equalizer 105 selectively adjusts the current used to express at least some of the data symbols in data signal VIN. Assuming the associated channel exhibits a low-pass filter effect, equalizer 105 amplifies input data signal VIN using a range of amplification factors, with higher frequency components of VIN being treated to higher amplification factors. In that case, the degree to which equalizer 105 amplifies higher frequency signals relative to lower frequency signals can be adjusted via an equalizer control port 106 coupled to control bus EQ[3:0].

Each of a data sampler 110 and an edge sampler 115 samples the equalized data signal VEQ from equalizer 105 in time with respective data and edge clocks CKD and CKE, which clock recovery circuitry 117 derives from a local bit-rate reference clock signal CKREF. Data sampler 110 issues a series of data samples on a sampler output port SA_D[C], where “C” is for “current” sample, whereas edge sampler 115 issues a series of edge samples on a second sampler output port SA_EDGE.

Equalizer control circuitry 120 is coupled to the control port of equalizer 105, and to the outputs of data and edge samplers 110 and 115 via a retimer 122 that re-times both edge and data samples into the CKD time domain. The retimed versions of the data and edge samples are conveyed on respective data and edge ports D[C] and EDGE. As detailed below, control circuitry 120 determines whether edge transitions associated with specific incoming data patterns are early or late with respect to edge clock CKE. Control circuitry 120 then adjusts equalizer 105 to align those edge transitions with the edge clock. To this end, control circuitry 120 includes a bit correlator 130 that issues a match signal MATCH in response to a specific data pattern or patterns, a phase detector 135 that issues relative-timing signals L (late) and E (early) indicative of whether edge transitions of incoming bits are late or early, respectively, with respect to edge clock CKE, and some equalization logic 140 that issues control settings to equalizer 105 in response to the relative-timing signals and the match signal. The early and late signals E and L from corresponding relative-timing ports of phase detector 135 are also conveyed to clock recovery circuitry 117 for use in aligning edge and data clock signals CKE and CKD with the incoming data signal. Phase detector 135 and clock recovery circuitry 117 may be part of conventional clock and data recovery (CDR) circuitry employed by receiver 100. Other embodiments employ an analog phase detector to provide the early/late determination. In the depicted embodiment, a clock signal CAP to bit correlator 130, phase detector 135, and equalization logic 140 is a gated version of signal CKD, which allows the CDR and equalizer control circuitry to be run in a burst-mode to save power. The percentage of time the signal CAP is enabled may depend upon the CDR bandwidth requirements of the system.

Phase detector 135, which may be an Alexander (bang-bang) phase detector, logically combines the current data sample D[C], the prior data sample D[P], and the edge sample EDGE between the current and prior data samples to determine whether the data edge between the current and prior data samples is early or late with respect to edge clock CKE. Alexander phase detectors are well known to those of skill in the art, so a detailed discussion is omitted. Briefly, samples D[C], D[P], and EDGE are re-timed versions of the incoming data signal. Samples D[C] and DM are one bit period (one unit interval) apart, and sample EDGE is sampled at half the bit period between samples D[C] and D[P]. If the current and prior samples D[C] and D[P]are the same (e.g., both represent logic one), then no transition has occurred and there is no “edge” to detect. In that case, the outputs E and L of phase detector 135 are both zero. If the current and prior samples D[C] and D[P] are different, however, then the edge sample EDGE is compared with the current and prior samples D[C] and D[P]: if sample EDGE equals prior sample D[P], then late signal L is asserted; and if sample EDGE equals current sample D[C], then the early signal E is asserted. In this disclosure, a “late” data edge arrives late with respect to the sampling clock, whereas an “early” data edge arrives early with respect to the sampling clock.

Bit correlator 130 employs a series of flip-flops and a pattern mask 150 to determine whether the series of symbols expressed by the incoming data signal matches a specified pattern. Bit correlator 130 requires an exact match, but this may not be required in every embodiment. For example, some embodiments allow the user to specify a mask bit pattern that allows the exclusion of bit positions within the pattern from being included in identifying matches.

FIGS. 2 and 3 depict unequalized input data signals for two data patterns, (10101) and (11101), respectively, to illustrate how different data patterns suffer different distortion. In FIG. 2, the data pattern 200 of alternating ones and zeroes is symmetrical above and below zero amplitude. The zero crossing 205 is centered on a rising edge of edge clock CKE between data sample instants 210 and 215. In FIG. 3, the data pattern 300 that begins with a string of ones is asymmetrical about the zero-amplitude axis. The zero crossing 305 is consequently offset with respect to a rising edge of edge clock CKE between data sample instants 310 and 315. The distortion greatly reduces the area of pattern 300 below the zero-amplitude line at sample instant 310, and thus increases the probability of a sample error. The equalization methods and circuits detailed herein recognize that edge and data distortion are pattern specific and focus on reducing the edge distortion of the most troublesome data pattern or patterns.

FIG. 4 is a flowchart 400 describing an adaptive equalization method carried out by receiver 100 of FIG. 1 in accordance with one embodiment. In this example, pattern mask 150 may be assumed to be configured to compare incoming data to pattern (11101), the pattern of waveform 300 of FIG. 3. Waveform 300 is reproduced in FIG. 5 to illustrate the impact of equalization on pattern 300.

Beginning at step 405, receiver 100 begins receiving data. The flip-flops within bit correlator 130 provide the incoming data patterns to pattern mask 150. Per decision 410, in the event the incoming data matches the selected pattern (11101), bit correlator 130 asserts match signal MATCH; otherwise, control circuitry 120 simply awaits the next data bit.

If ever the incoming data and mask bits do match, equalization logic 140 considers the early and late signals L and E from phase detector 135 (decisions 415 and 420). If the current and prior data symbols D[C] and D[P] are the same, there is no edge to be late or early, so decisions 415 and 420 merely return the flow to step 405 to await the next data sample. If late signal L is asserted, however, equalization logic 140 increments a counter (step 430) that filters the “yes” signals from decision 415. If the counter of step 430 saturates high (decision 435), equalization logic 140 resets the counter and decrements equalization control signal EQ[3:0] on the like-named control bus (step 440) to reduce the amplification factor imposed on high-frequency signal components.

If late signal L is not asserted for decision 415, the process flow moves to decision 420 for consideration of early signal E. If early signal E is asserted, equalization logic 140 decrements the counter noted above in connection with step 430 (step 445). If the counter saturates low (decision 450), equalization logic 140 resets the counter and increments equalization control signal EQ[3:0] (step 455) to increase the amplification factor imposed on high-frequency signal components. Of interest, the flow should not proceed from decision 420 directly to block 405 in the example in which a match requires pattern (11101) because that pattern always includes a transition, zero-to-one, between the last two bits.

Turning to the example of FIG. 5, waveform 300 corresponds to the bit pattern specified by pattern mask 150, and exhibits an edge with a zero crossing 500 that is early relative to the rising edge clock at instant 505. Per FIG. 4, the combination of an early zero crossing and a matching data pattern causes equalization control signal EQ[3:0] to increment. The process will continue, with the equalization control signal changing each time the incoming data pattern matches the mask bit pattern until the equalized waveform exhibits a zero crossing synchronized to edge clock CKE. Such a synchronized waveform 505, with zero crossing 510, is depicted in FIG. 5.

Applicant has discovered that, in certain circumstances, equalizing incoming signals to minimize the timing error associated with the worst-case data pattern or patterns may provide suitable timing for less-sensitive data patterns. Setting the equalizer based upon the worst-case data pattern or patterns therefore causes incoming signals associated with various data patterns to exhibit coincident zero crossings, as is desired. FIG. 6 depicts waveforms 200 and 500, of FIGS. 2 and 5 respectively, overlaid to show coincident zero crossings 600 for the two waveforms. The example of FIG. 6 shows the convergence of just two waveforms for ease of illustration. The consideration of additional data patterns and associated waveforms may provide better signal convergence in other embodiments.

In the example of FIG. 4, the decision to increment or decrement equalization signal EQ[3:0] is based upon that pattern (11101), in which case a number of early matches should result in an increase in signal EQ[3:0] and a number of late matches should result in a decrease. Other patterns would require the opposite equalization signal adjustment for early and late matches, however. Early matches for pattern (00001) might require a reduction in equalization signal EQ[3:0], for example, instead of an increase. Equalization logic 140 can therefore be adapted to provide pattern-specific feedback to equalizer 105. One such embodiment is detailed below in connection with FIGS. 14 and 15.

FIG. 7 depicts a double-data-rate (DDR) communication system 700 in accordance with another embodiment. System 700 includes a transmitter 705 that transmits a differential input data signal Vin (Vin_p/Vin_n) to a receive port of a receiver 710 via a differential channel 715. A conventional transmitter may be employed as transmitter 705, so a detailed treatment is omitted here for brevity. Transmitter 705 optionally includes transmit pre-emphasis circuitry (not shown) to dynamically adjust data signal Vin to reduce signal distortion caused by the effects of channel 715. Such transmit pre-emphasis circuitry may include, for example, a multi-tap transmit amplifier adapted to cause the voltage amplitudes of the data symbols of signal Vin to be selectively increased or decreased based of the data values of pre and/or post cursor data symbols. Transmitter 705 is typically part of a larger integrated circuit (IC) 720. Although not shown, if a suitable backchannel is provided between receiver 710 and transmitter 705 the pattern-specific feedback methods and circuitry of receiver 710 can be used to adaptively optimize transmit preemphasis.

Receiver 710 includes an equalizer 725 that equalizes data signal Vin to produce an equalized data signal VEQ. Equalizer 725 adjusts the magnitude of at least some data symbols in data signal VIN. In one embodiment, equalizer 725 amplifies signal VIN using a range of amplification factors, with higher frequency components being treated to higher amplification factors to, for example, compensate for the low-pass nature of channel 715. The degree to which equalizer 725 amplifies higher frequency signals relative to lower frequency signals can be adjusted via an equalizer control bus EQ[3:0]. In this example, a control port of equalizer 725 receives analog control signals derived from signal EQ[3:0] by a digital-to-analog converter (DAC) 727, though equalizer 725 may respond directly to digital signals in other embodiments.

In support of DDR operation, two data samplers 730 and 732 sample odd and even data symbols using data clocks CK0 and CK180, respectively, to produce corresponding odd and even data samples D0 and D1. A pair of edge samplers 735 and 737 likewise sample odd and even edges using edge clocks CK90 and CK270, respectively, to produce odd and even edge samples E0 and E1. A deserializer 740 combines the odd and even data samples into N+1 bit data words DA[N:0], and further combines the odd and even edge samples into N+1 bit edge words ED[N:0]. Data words DA[N:0] are conveyed into the integrated circuit as the received data via a register 742. For both edge and data samples, the bit “N” corresponds to the eldest serial sample and the bit “0” refers to the most recent.

Deserializer 740 is timed, in this embodiment, using a data clock signal DCLK and a word-clock signal WDCLK. Signal DCLK is derived from the same DDR clock source used to generate clock signals CK0, CK90, CK180, and CK270. The purpose of signal DCLK is to retime all the data and edge samples into the same time domain and to operate the deserializer. Data is clocked out of deserializer 740 using word-clock signal WDCLK. Register 742 downstream from deserializer 740 is also timed to word-clock signal WDCLK.

Receiver 710 includes equalizer control circuitry 745 that adjusts equalization control signal EQ[3:0] based upon phase information derived from data and edge words DA[N:0] and ED[N:0] for specific data patterns. In accordance with the depicted embodiment, phase information is only considered when the incoming data word exhibits one or more particular data patterns PATT[4:0]. As in the foregoing examples, the data pattern or patterns may be selected such that correcting for phase error associated the selected pattern or patterns produces a suitable equalization setting for all expected data patterns.

Control circuitry 745 includes an Alexander phase detector 750, a pattern mask 755, and equalization control logic 760. Phase detector 750 identifies data edges by comparing adjacent data samples and, where edges occur, compares the sampled edge between the adjacent samples to determine whether the edge is early or late. Phase detector 750 then provides, based upon these determinations, an N-bit late word LATE[N-1:0] and an N-bit early word EARLY[N-1:0]. Pattern mask 755 compares each five-bit subset of each data word DA[N:0] with five-bit pattern PATT[4:0] and identifies matches by asserting signal MATCH. Control logic 760 then adjusts equalization control signal EQ[3:0] when a counter (not shown) saturates high or low, thus indicating that match signal MATCH is occurring more frequently in conjunction with either early signals or late signals. Phase detector 750 may be part of the clock-recovery circuitry (not shown) used to derive clock signals CK0, CK90, CK180, and CK270. The selected pattern is loaded via a pattern bus PATT[4:0] upon assertion of a load signal PLOAD.

FIG. 8 depicts pattern mask 755 and equalization logic 760, both of FIG. 7, in accordance with one embodiment. Pattern mask 755 loads each data word DA[N:0] into a register 800 upon assertion of a load signal LOAD. Pattern-matching logic 805 compares the first five-bit series in register 800 (bits D[4:0]) to a selected five-bit pattern PATT[4:0] previously loaded into a pattern register 810. A shift signal SHIFT is periodically asserted to shift the data in register 800 to drop the most recent data sample, thus presenting the next five-bit series to pattern-matching logic 805. Pattern-matching logic 805 asserts a match signal MATCH when a match is encountered. As in the previous example, the selected pattern is (11101), though another pattern or other sets of patterns might also be used. A multi-pattern embodiment is detailed below in connection with FIGS. 14 and 15.

Equalization logic 760 includes early and late registers 815 and 820, into which are loaded N early bits and N late bits, respectively. As with data word register 800, the early and late bits are loaded and shifted when the signals LOAD and SHIFT are asserted. The most recent early and late bits in respective registers 815 and 820 output as early and late signals EARLY and LATE, respectively.

Equalization logic 760 additionally includes an XOR gate 825, a NAND gate 830, an AND gate 835, a saturation counter 840, and a counter 845. XOR gate 825 asserts a phase error signal PH_ERR when either of the early and late signals is asserted. AND gate 835 asserts an enable signal ENAB when pattern mask 755 identifies a match and the early and late registers indicate a phase error. The enable signal ENAB allows saturation counter 840 to increment or decrement. NAND gate 830 combines the early and late signals EARLY and LATE such that signal UPDN is asserted when early signal EARLY is asserted and late signal LATE is deasserted, and is deasserted when early signal EARLY is deasserted and late signal LATE is asserted. Asserting (de-asserting) signal UPDN causes counter 840 to increment (decrement) when enabled. Counter 840 thus counts up or down, depending upon the timing of a zero crossing, when the pattern of received data matches a selected pattern.

FIG. 9 is a waveform diagram 900 illustrating the operation of pattern mask 755 and the early and late registers 815 and 820 upon receipt of a ten-bit data word (0101011101) extracted from a received waveform 905 (i.e., DA[9:0]=(0101011101), where DA9 is the eldest bit). The eldest bit is depicted at the far left of diagram 900, so the binary number DA[9:0] should be read from right to left. Clock signal CKE combines the sample instants of the two edge clock signals CK90 and CK270 to illustrate edge-sample timing.

The first half of waveform 905 is alternating ones and zeros, and the first five zero crossings 910 are close to the corresponding rising edges of clock signal CKE. The sampled zero crossings for such relatively symmetrical waveforms can be expected to fluctuate between early and late due to random and periodic jitter sources. The latter half of waveform 905 exhibits a series of ones with an intervening zero, which produces a pair of edges for which the zero crossings 915 and 920 are relatively far from the corresponding edges of clock signal CKE. The outputs of phase detector 750 (FIG. 7) are binary, so the early and late data do not differentiate between edge samples that are slightly off and those that are relatively far off. Recall also that both early and late signals are zero when no transition is detected (i.e., when two adjacent data symbols have the same value). As depicted in FIG. 9, the early and late words for the hypothetical waveform 905 are, with bits read from left (eldest) to right (newest): EARLY[8:0]=(101110001); and LATE[8:0]=(010000010).

The following Table 1 illustrates the examination of the data word DA[9:0]=(0101011101) of FIG. 9 by pattern mask 755 and the early and late registers 815 and 820 to determine whether to adjust equalization signal EQ[3:0]. The ten-bit data word has six unique five-bit series, which are underlined in respective rows zero to five in Table 1. Series zero, the five most recent bits (11101), matches the selected pattern of this example. Pattern mask 755 thus asserts match signal MATCH (MATCH=1). The early bit corresponding to the last transition of (11101) is asserted and the late bit deasserted (the underlined early and late bits of Series zero in Table 1), so signal UPDN is asserted (UPDN=1). AND gate 835 also asserts enable signal ENAB because both match signal MATCH and phase-error signal PH_ERR are asserted. Saturation counter 840 therefore increments. The five-bit series underlined in each row of column two in Table 1 corresponds to the bits D[4:0] presented to pattern-matching block 805.

TABLE 1 SERIES D [4:0] MATCH EARLY [8:0] LATE [8:0] ENAB UPDN 0 0101011101 1 101110001 010000010 1 1 1 0101011101 0 101110001 010000010 0 0 2 0101011101 0 101110001 010000010 0 1 3 0101011101 0 101110001 010000010 0 1 4 0101011101 0 101110001 010000010 0 1 5 0101011101 0 101110001 010000010 0 1

Each remaining five-bit series is likewise examined, with the shift from one series to the next taking place upon assertion of shift signal SHIFT. In practice, the data bits may be shifted out of register 800 one bit at a time to present each successive bit series to pattern matching logic 805. The first three early and late bits need not be considered, and may therefore be discarded. The early and late bits may be shifted out of their respective registers 815 and 820 one bit at a time, again upon assertion of signal SHIFT, to present the appropriate early and late bits EARLY and LATE for consideration in connection with the corresponding bit pattern. The five series numbered one through five do not result in pattern matches, so the count in counter 840 is unaffected despite the value of signal UPDN.

Shifting of the mask pattern is optional. Other embodiments match all or a subset of captured data words, ignoring unconsidered bits. In the foregoing embodiments, the shifting increases the amount of early/late information obtained for a given quantity of sample data and edge data.

FIG. 10 is a flowchart 1002 depicting a method of operation for the circuitry of FIG. 8 in accordance with one embodiment. Before initiating adaptive equalization, a pattern is selected to be the basis for equalization adaptation (step 1005). The pattern may be stored locally, e.g. in a volatile or non-volatile memory. Next, at step 1007, saturation counter 840 is set midrange, or binary 100 in this example.

Block 1015 represents the receipt of incoming data and edge samples. As noted above in connection with FIG. 8, the adaptation control circuitry receives data and edge samples in N+1 bit words. Each five-bit series within each data word is then compared to the selected pattern, while the early and late signals associated with the last signal transition of the five-bit series are considered to detect a phase error. Per decision 1020, if the current five-bit series matches the selected pattern, and the early and late signals indicate a phase error, then the method flow moves to decision 1025; otherwise, the process returns to block 1015 for consideration of the next five-bit series of data. The pattern selected to adjust equalization will exhibit an edge for comparison to the clock signal. Otherwise, the selected pattern will not provide an edge detection upon which to base a phase-error measurement. There should therefore be a phase-error signal whenever the selected pattern is encountered. XOR gate 825 and AND gate 835 are nevertheless included to exclude possible error states in which both early and late signals are one or zero in response to a data edge. Other embodiments omit gates 825 and 835, while still other embodiments include phase detectors designed to prevent the above-mentioned error states. Moreover, pattern mask 755 may not require an exact match to issue the match signal in some embodiments. Pattern mask 755 might, for example, assert match signal MATCH if at least three of the preceding five bits are a logic one. Gates 825 and 835 would then allow updates to saturation counter 840 only if the received pattern included a transition between the final two bits.

If phase error signal PH_ERR is asserted, then the sampled edge was determined to be either early or late. In decision 1025, if early the zero crossing was determined to be early (i.e., if signal EARLY is asserted), then saturation counter 840 is incremented (step 1030). If the phase error is not due to an early signal, than late signal LATE was asserted, in which case saturation counter 840 is decremented (step 1035).

Considering next decision 1040, saturation counter 840 may reach the maximum count upon incrementing. If so, counter 840 asserts signal SAT_HI, the upper threshold, in which case equalization control logic 845 increments equalization control signal EQ[3:0] and counter 840 is reset to the midrange (steps 1042 and 1007). If counter 840 is not saturated, then the process returns to block 1015 for consideration of the next five-bit series of incoming data. Decision 1045 is similar to decision 1040, except that counter 845 is decremented (step 1050) if counter 840 asserts signal SAT_LO, the lower threshold. The upper and lower thresholds of saturation counter 840 may be adjusted in some embodiments.

The phase detector will periodically indicate early and late edges even when the equalization setting is optimal for a given operational environment. Assuming proper data alignment, the resulting early and late signals will tend to cancel each other over time. That is, counter 840 will drift between the upper and lower threshold levels without asserting either of signals SAT_HI or SAT_LO. When the edges of the incoming data signal are consistently misaligned with the edge clock, however, the errors will accumulate over time and will consequently produce appropriate counteracting adjustments to equalization control signal EQ[3:0]. Saturation counter 840 and equalization control logic 845 thus act as a low-pass filter for updates to the equalization settings.

FIGS. 11 and 12 are waveform diagrams depicting a pair of data waveforms 1105 and 1115 representing respective received data patterns (11101) and (00001). FIG. 11 shows waveforms 1105 and 1115 prior to equalization adjustment. The zero crossings 1120 and 1125 of waveforms 1105 and 1115 are respectively early and late compared with edge clock sample instant 1127. Post calibration, depicted in FIG. 12, the zero crossings 1200 of both equalized waveforms 1105 and 1115 are aligned with respect to the edge clock sample instant 1205.

The two patterns of FIGS. 11 and 12 include transitions preceded by a stream of like bits. These patterns are therefore apt to provide outlying edge-sample timing, and may therefore provide appropriate measurements for optimizing the equalization setting. Because both patterns 1105 and 1115 are potentially troublesome, the associated patterns (11101) and (00001) can be used to determine the optimum equalization setting. In one embodiment, for example, equalization is adjusted to find the setting at which the zero crossing of these two data patterns most nearly converge on the sample instant. In other embodiments, the method of FIG. 10 may be repeated for several potentially troublesome patterns or sets of patterns. Subsequent equalization adaptation can then be based upon the pattern or set of patterns that provides the best performance, such as the lowest bit error rate, or the lowest power usage in achieving a minimum level of speed performance. The channel transfer function may be used to determine the bits in the selected pattern or patterns. Sufficiently long patterns may be used, for example, for echo cancellation. Furthermore, the bits under consideration need not be sequential.

Returning to the example of FIG. 11, there may be no equalization setting at which zero crossings 1120 and 1125 are coincident with the edge clock. In that case, an equalization setting may be selected such that zero crossings 1120 and 1125 are as nearly coincident as the equalizer permits, or are as nearly coincident as the equalizer permits with the limitation that one edge be early and the other late with respect to the edge clock.

FIG. 13 depicts a DDR receiver 1300 in accordance with another embodiment. Receiver 1300 includes an equalizer 1325 that equalizes a differential data signal Vin_p/Vin_n to produce an equalized signal VEQ. Equalizer 1325 is digitally controlled by an equalization control signal EQ[3:0] that, in this example, allows for selection of sixteen unique amplification factors that compensate for the low-pass nature of an incoming channel 1315.

In support of DDR operation, two data samplers 1330 and 1332 sample odd and even data symbols using data clocks CK0 and CK180, respectively, to produce corresponding odd and even data samples D0 and D1. A pair of edge samplers 1335 and 1337 likewise sample odd and even edges using edge clocks CK90 and CK270, respectively, to produce odd and even edge samples E0 and E1. A pair of deserializers 1340 and 1345 combine the odd and even data samples into N+1 bit data words DA[N:0], and further combine the odd and even edge samples into N+1 bit edge words ED[N:0]. Data words DA[N:0] are conveyed into the integrated circuit as the received data.

Receiver 1300 includes adaptation control circuitry 1350 that adjusts equalization control signal EQ[3:0] based upon phase information derived from data and edge words DA[N:0] and ED[N:0]. Control circuitry 1350 includes a state machine 1355, a pattern register 1360, a data-sample register 1363, an edge-sample register 1365, and an equalization-setting register 1370. Adaptation control circuitry 1350 employs these elements to provide the functionality of control circuitry 745 of FIG. 7. State machine 1355 may be a finite state machine dedicated to provide the functionality detailed herein, or may be a general-purpose processor programmed or configured to provide the requisite functionality. In one embodiment, for example, state machine 1355 is a Real Time Interface Co-processor (RIC) programmed to consider the data and edge samples of registers 1363 and 1365 and a selected pattern or patterns in register 1360 to set the contents of register 1370, and thereby establish the equalization setting for equalizer 1325. State machine 1355 communicates with registers 1360, 1363, 1365, and 1370 via a common bus CAD_BUS in this embodiment, though other embodiment may use one or more dedicated ports.

FIG. 14 depicts pattern mask 755 of FIG. 7 and some equalization logic 1400 that together adjust equalization signal EQ[3:0] responsive to up to four mask patterns. The circuitry of this embodiment is similar to that of FIG. 8, like-numbered elements being the same or similar. Equalization logic 1400 can track MATCH indications for four patterns using respective counters 1410-1413. Counters 1410-1413 are selected by e.g. one-hot encoding on a select bus CSEL[3:0] gated via AND logic 1415.

In a typical example, a set of patterns for a low-pass channel is selected to reduce timing error in the rising and falling edges of a “lone 1” and “lone 0,” such as those associated with the patterns (00001), (11110), (00010), and (11101). The number of bits in the selected patterns may be determined by the magnitude of attenuation at half of the bit frequency relative to the attenuation at DC: in general, more attenuation requires more pattern bits. For example, five-bit patterns may be appropriate for an attenuation of about −10 dB at half of the bit frequency relative to DC. Other patterns or sets of patterns may be required by systems with fixed training sequences or encodings, or by systems that employ channels with more complicated frequency responses. An appropriate set of patterns can be determined for a range of complex channels through simulation; alternatively, an in-situ exploration of the pattern space can be performed once the hardware is available. In the present example, all five-bit patterns could be considered, giving up to 32 patterns.

To begin with, a first of the selected patterns is loaded from the pattern bus PATT[4:0] into pattern register 810 upon the assertion of a pattern-load signal PLOAD. One of counters 1410-1413 is then selected by asserting one bit of select signal CSEL[3:0]. XOR 825 qualifies the resulting MATCH signals by requiring that only one of the EARLY or LATE signals must be asserted for a legal match. NAND gate 830 asserts the signal UPDN to instruct the selected counter to increment or decrement when ENAB is asserted. For a given pattern match, if LATE=1 and EARLY=0, the selected counter will decrement when count signal CNT is toggled; if LATE=0 and EARLY=1, the selected counter will increment when count signal CNT is toggled.

In this example, we wish to equalize the incoming signal using four patterns (00001), (11110), (11101), and (00010). First, pattern (00001) is loaded into pattern register 810, and select signal CSEL[3:0] is set to (0001) to select saturation counter 1410. All five-bit patterns in D[N:0] from register 800 are sequentially compared against the stored match pattern in register 810 by toggling SHIFT. Count signal CNT is toggled each time the pattern is shifted, to record whether early signal EARLY or late signal LATE is asserted for the selected pattern.

Next, the pattern (11110) is loaded into pattern register 810 and select signal CSEL[3:0] is set to (0010) to select counter 1411. The pattern matching process is then repeated as described above. Likewise, the process is repeated for pattern (11101) and counter 1412 and pattern (00010) and counter 1413. Over time, counters 1410-1413 will thus record the correlation of early and late indications for the four target patterns.

When high-frequency components of a data signal are attenuated more than the low-frequency components, counters 1410 and 1411 will tend to saturate low, and counters 1412 and 1413 will tend to saturate high. Such a state indicates that the equalizer should boost the high-frequency gain relative to the low-frequency gain. Conversely, when the low-frequency components of a data signal are attenuated more than the high-frequency components, counters 1410 and 1411 will tend to saturate high, and counters 1412 and 1413 will tend to saturate low. Such a state indicates that the equalizer should reduce the high-frequency gain relative to the low-frequency gain.

Counters 1410-1413 indicate their respective states to a decoder 1420 via respective lines HI_# and LO_#. Adjustment of equalization signal EQ[3:0], and consequently the equalizer, based on the state of saturating counter outputs is controlled by a counter decode block 1420. Block 1420 takes as inputs an 8-bit word constructed from the HI and LO outputs from the four saturating counters 1410-1413 and a control word EQ_CNTL[7:0]. When the word from counters 1410-1413 equals control word EQ_CNTL[7:0], decoder 1420 asserts up/down signal UP/DN and enable signal EQEN, causing an equalization set counter 1425 to increment the binary value EQ[3:0] on the falling edge of count signal CNT. When the word from counters 1410-1413 equals the inversion of control word EQ_CNTL[7:0], decoder 1420 deasserts up/down signal UP/DN and asserts enable signal EQEN, causing counter 1425 to decrement EQ[3:0] on the falling edge of count signal CNT. An AND gate 1430 generates a reset pulse CNT_RESET whenever the counter 1425 changes state. This pulse resets the saturating counters to their central values, making them ready to measure the effect of the equalization adjustment.

FIG. 15 is a flowchart 1500 depicting the operation of equalization logic 1400 of FIG. 14 in accordance with one embodiment. The logic of flowchart 1500 is described here in connection with FIG. 14.

Beginning with step 1505, registers 1410-1413 and 1425 are each set to the middle of their ranges and equalization control word EQ_CNTL[7:0] is set to some desired value. Next, at step 1510, the series pointer (not shown) is set to (000) and pattern-select signal CSEL[3:0] is set to (0001). The series pointer selects the first of six five-bit series to be selected as bits D[4:0] from register 800. Examples of these series are detailed above in connection with Table 1. Setting select signal CSEL[3:0] to (0001) enables saturation counter 1410. The series pointer may encode an offset for the selection of the five-bit series from register 800, treating register 800 like a memory element rather than a shift register. In some embodiments, register 800 could be a bank of random-access memory (RAM).

In step 1515 register 800 captures N data bits, early register 815 captures N-1 early bits, and late register 820 captures N-1 late bits, where N is e.g. ten. Decision 1520 next considers whether the data in register 800 has been compared with all of the data patterns under consideration, four in the present example. As no patterns have yet to be considered, the flow passes to step 1525 in which one of the four selected patterns is loaded into pattern register 810. Recalling that, from step 1510, the series pointer is selecting the first (most recent) five-bit series in register 800, decision 1530 determines whether that five-bit series matches the selected pattern and the registers 815 and 820 are producing just one early or late signal. If not, the process moves to decision 1535 to determine whether all of the five-bit series in register 800 have been considered. In this example in which there are six such series to be considered, decision 1535 increments the series pointer (step 1545) so long as the series pointer is less than (101). If all the series have been considered, however, the process moves to step 1540 to enable the next one of saturation counters 1410-1413 in anticipation of comparing the captured data word to another mask pattern.

Returning to decision 1530 and assuming a match with attending phase error, the process moves to decision 1550. AND gate 830 drives signal UPDN high to increment the enabled one of saturation counters 1410-1413 (step 1555) if signals EARLY and LATE indicate receipt of an early edge; conversely, AND gate 830 drives signal UPDN low to decrement the enabled one of saturation counters 1410-1413 (step 1560) if signals EARLY and LATE indicate receipt of a late edge.

Over time, the state of saturation counters 1410-1413 may match the selected equalization-control word EQ_CNTL[7:0]. Per decision 1565, such a match causes register 1425 to increment the value of signal EQ[3:0] (step 1570). Absent such a match, per decision 1575, the state of the saturation counters is compared with the inverse of the selected equalization-control word EQ_CNTL[7:0], which may be denoted/EQ_CNTL[7:0]. Should such a match occur, register 1425 decrements the value of signal EQ[3:0] (step 1580). If neither of decisions 1565 and 1575 identifies a match the process moves to decision 1535. If a match is noted, however, the resulting increment or decrement is followed by toggling signal CNT_RST high then low (step 1585), which returns each of saturation counters 1410-1413 to their midrange value.

In the foregoing description and in the accompanying drawings, specific terminology and drawing symbols are set forth to provide a thorough understanding of the present invention. In some instances, the terminology and symbols may imply specific details that are not required to practice the invention. For example, the interconnection between circuit elements or circuit blocks may be shown or described as multi-conductor or single conductor signal lines. Each of the multi-conductor signal lines may alternatively be single-conductor signal lines, and each of the single-conductor signal lines may alternatively be multi-conductor signal lines. Signals and signaling paths shown or described as being single-ended may also be differential, and vice-versa. Similarly, signals described or depicted as having active-high or active-low logic levels may have opposite logic levels in alternative embodiments. As another example, circuits described or depicted as including metal oxide semiconductor (MOS) transistors may alternatively be implemented using bipolar technology or any other technology in which a signal-controlled current flow may be achieved. With respect to terminology, a signal is said to be “asserted” when the signal is driven to a low or high logic state (or charged to a high logic state or discharged to a low logic state) to indicate a particular condition. Conversely, a signal is said to be “deasserted” to indicate that the signal is driven (or charged or discharged) to a state other than the asserted state (including a high or low logic state, or the floating state that may occur when the signal driving circuit is transitioned to a high impedance condition, such as an open drain or open collector condition). A signal driving circuit is said to “output” a signal to a signal receiving circuit when the signal driving circuit asserts (or de-asserts, if explicitly stated or indicated by context) the signal on a signal line coupled between the signal driving and signal receiving circuits. A signal line is said to be “activated” when a signal is asserted on the signal line, and “deactivated” when the signal is de-asserted. In any case, whether a given signal is an active low or an active high will be evident to those of skill in the art.

An output of a process for designing an integrated circuit, or a portion of an integrated circuit, comprising one or more of the circuits described herein may be a computer-readable medium such as, for example, a magnetic tape or an optical or magnetic disk. The computer-readable medium may be encoded with data structures or other information describing circuitry that may be physically instantiated as an integrated circuit or portion of an integrated circuit. Although various formats may be used for such encoding, these data structures are commonly written in Caltech Intermediate Format (CIF), Calma GDS II Stream Format (GDSII), or Electronic Design Interchange Format (EDIF). Those of skill in the art of integrated circuit design can develop such data structures from schematic diagrams of the type detailed above and the corresponding descriptions and encode the data structures on computer readable medium. Those of skill in the art of integrated circuit fabrication can use such encoded data to fabricate integrated circuits comprising one or more of the circuits described herein.

While the present invention has been described in connection with specific embodiments, variations of these embodiments will be obvious to those of ordinary skill in the art. As examples,

-   -   1. Embodiments of the invention may be adapted for use with         multi-pulse-amplitude-modulated (multi-PAM) signals; and     -   2. The feedback methods and circuitry may be adapted for use in         other types of equalizers, such as decision-feedback equalizers         (DFEs), including partial-response DFEs.         Moreover, some components are shown directly connected to one         another while others are shown connected via intermediate         components. In each instance the method of interconnection, or         “coupling,” establishes some desired electrical communication         between two or more circuit nodes, or terminals. Such coupling         may often be accomplished using a number of circuit         configurations, as will be understood by those of skill in the         art. Therefore, the spirit and scope of the appended claims         should not be limited to the foregoing description. Only those         claims specifically reciting “means for” or “step for” should be         construed in the manner required under the sixth paragraph of 35         U.S.C. § 112. 

What is claimed is:
 1. A receiver comprising: a receive port to receive a distorted signal expressing a series of symbols; an equalizer coupled to the receive port to equalize the distorted signal, responsive to an equalizer control signal, to thereby create an equalized signal; a least one sampler to sample the equalized signal and thereby recover the series of symbols as a sampled signal; and equalizer control circuitry to adjust the equalizer control signal responsive to the sampled signal, the equalizer control circuitry including: a pattern mask to compare the sampled signal with different patterns; a detector to detect errors in the sampled signal; and equalization logic to correlate each of the different patterns with the errors, the equalization logic to adjust the equalizer control signal responsive to the errors correlated with the different patterns.
 2. The receiver of claim 1, wherein a first of the different patterns represents high-frequency components and a second of the different patterns represents low-frequency components.
 3. The receiver of claim 2, wherein the equalizer control circuitry adjusts the equalizer control signal responsive to a ratio of the errors correlated with the high-frequency components to the errors correlated with the low-frequency components.
 4. The receiver of claim 1, further comprising counters to accumulate a number of the errors correlated with each of the different patterns.
 5. The receiver of claim 4, wherein the number of the counters equals the number of the different patterns.
 6. The receiver of claim 1, wherein the detector to detect the errors comprises a phase detector.
 7. The receiver of claim 1, wherein the at least one sampler includes a data sampler and an error sampler.
 8. The receiver of claim 1, the pattern mask including a data register to store the sampled signal and a pattern register to store the different patterns.
 9. A method of equalizing a distorted signal expressing a series of symbols, the method comprising: equalizing the distorted signal to create an equalized signal; sampling the equalized signal to recover the series of symbols as a sampled signal; and detecting errors in the sampled signal; comparing the sampled signal with different patterns; finding correlations between the errors and the different patterns; and adjusting the equalizing of the distorted signal responsive to the correlations.
 10. The method of claim 9, wherein a first of the different patterns represents high-frequency components and a second of the different patterns represents low-frequency components.
 11. The method of claim 10, wherein adjusting the equalizing considers a ratio of the errors correlated with the high-frequency components to the errors correlated with the low-frequency components.
 12. The method of claim 9, further comprising accumulating a number of the errors correlated with each of the different patterns.
 13. The method of claim 9, wherein detecting errors comprises detecting a phase of the equalized signal.
 14. The method of claim 13, wherein detecting the phase comprises sampling edges of the equalized signal.
 15. The method of claim 14, further comprising recovering a clock signal from at least one of the distorted signal and the equalized signal.
 16. The method of claim 15, further comprising sampling the edges of the equalized signal using the clock signal.
 17. An integrated circuit comprising: a receive port to receive a distorted signal expressing a series of symbols; an equalizer coupled to the receive port to equalize the distorted signal to thereby create an equalized signal; a least one sampler to sample the equalized signal and thereby recover the series of symbols as a sampled signal; and means for correlating a first pattern of the series of symbols with first errors in the series of symbols and a second pattern of the series of symbols with second errors in the series of symbols; and means for adjusting a low-frequency gain of the equalizer responsive to the first errors and a high-frequency gain of the equalizer responsive to the second errors.
 18. The integrated circuit of claim 17, further comprising a first counter to count the first errors in the series of symbols and a second counter to count the second errors in the series of symbols.
 19. The integrated circuit of claim 17, further comprising a phase detector to detect at least one of the first errors and the second errors.
 20. The integrated circuit of claim 17, the at least one sampler comprising a data sampler to recover the series of symbols and an edge sampler to sample edges of at least one of the distorted signal and the equalized signal to sample the first errors and the second errors. 